Primitive Explorer · 847 primitives
Primitives
Every authoring primitive across the FrootAI catalog. Agents, skills, instructions, hooks, plugins, workflows — searchable + faceted. Each one is MIT-licensed and runnable today.
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- 🤖 agentsused by 3
fai-ai-agents-expert
AI agents expert — ReAct loops, tool orchestration, memory tiers, multi-agent topologies (supervisor/pipeline/debate/swarm), agent determinism, and production guardrails for autonomous AI systems.
agents/fai-ai-agents-expert.agent.md98 lines- reliability
- security
- responsible-ai
… - 🤖 agentsused by 2
fai-architect
Senior cloud-native solution architect — Azure Well-Architected Framework alignment, AI system design, multi-service integration, cost modeling, trade-off analysis, and production readiness assessment.
agents/fai-architect.agent.md78 lines- reliability
- security
- cost-optimization
- performance-efficiency
- +2
… - 🤖 agentsused by 3
fai-autogen-expert
Microsoft AutoGen multi-agent framework — ConversableAgent, GroupChat topologies, code execution sandboxing, nested chat orchestration, human-in-the-loop patterns, and AG2 migration.
agents/fai-autogen-expert.agent.md124 lines- reliability
- responsible-ai
- security
… - 🤖 agentsused by 3
fai-collective-reviewer
Multi-agent reviewer — security audit, OWASP LLM Top 10, WAF compliance, code quality, AI safety checks, and PR review with severity-classified feedback.
agents/fai-collective-reviewer.agent.md139 lines- security
- responsible-ai
- reliability
… - 📋 instructions
agent-safety
AI agent safety standards — fail-closed defaults, least-privilege tool access, human-in-the-loop for destructive actions, prompt injection defense, budget controls, OWASP LLM Top 10 alignment, and governance audit trails for all agent workflows.
instructions/agent-safety.instructions.md178 lines- security
- responsible-ai
- reliability
… - 📋 instructions
azure-ai-document-intelligence-waf
Azure AI Document Intelligence standards — model selection, layout analysis, table/form extraction, custom models, batch processing, confidence thresholds, SDK usage, and Bicep deployment.
instructions/azure-ai-document-intelligence-waf.instructions.md181 lines- reliability
- performance-efficiency
- cost-optimization
- security
- +1
… - 📋 instructions
azure-ai-language-waf
Azure AI Language standards — text analytics, NER, sentiment analysis, PII detection, summarization, CLU, custom text classification, healthcare NLP, SDK patterns, and batch processing.
instructions/azure-ai-language-waf.instructions.md195 lines- responsible-ai
- reliability
- performance-efficiency
- security
- +1
… - 📋 instructions
azure-ai-speech-waf
Azure AI Speech standards — STT (real-time + batch), TTS (neural voices, SSML, custom voice), speech translation, pronunciation assessment, speaker recognition, WebSocket streaming, SDK patterns, and latency optimization.
instructions/azure-ai-speech-waf.instructions.md228 lines- performance-efficiency
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- security
- cost-optimization
- +1
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